Overview
Sift builds a Digital Trust & Safety platform that helps e-commerce and fintech companies prevent fraud while keeping legitimate customers moving. It uses machine learning and AI to analyze vast streams of data in real time, delivering risk scores and decisions that integrate with clients’ existing systems. The platform provides dynamic friction—allowing valid transactions to proceed smoothly while stopping fraudulent ones—and it scales across small online retailers to large financial institutions. Revenue comes from a subscription model plus consulting and custom integration services. Sift’s goal is to reduce chargebacks and account takeovers, protect customer trust, and support safe digital commerce at scale, by delivering precise, real-time fraud prevention without disrupting normal user experiences.
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Simplify's Take
What believers are saying
- Sift’s Q2 2026 network grew transaction volume 15.2%, expanding training data and coverage.
- G2 Fall 2026 ranked Sift a Leader, reinforcing enterprise credibility with buyers.
- 2026 reports show 37.5 million attacks denied in 2025, supporting strong ROI narratives.
What critics are saying
- Stripe, Adyen, and PayPal bundle fraud controls, squeezing Sift’s standalone attach rates in 2026.
- Sift’s own Q2 2026 data shows Internet and Software ATO worsening, exposing vertical concentration.
- Fraud rings crossed 90 businesses in 2026; one model failure can ripple across customers.
What makes Sift unique
- Sift’s network spans 700+ brands and 1 trillion annual events, creating cross-merchant fraud intelligence.
- Sift combines payment fraud, account defense, and abuse prevention in one configurable platform.
- Sift’s specialists and workflows let fraud teams tune decisions without heavy engineering dependency.
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Funding
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